Diesel vs Natural Gas

Is there anyone out there that has any knowledge of diesel generators vs natural gas generators for their power supply? In S Texas we are very limited on our grid power infrastructure and we are trying to learn about NG vs Diesel to supply power to our pumping units and facilities. Any insight would be greatly appreciated.